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    » Coupled Semi-Supervised Learning for Information Extraction
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    WSDM
    2010
    ACM
    170views Data Mining» more  WSDM 2010»
    Coupled Semi-Supervised Learning for Information Extraction
    14 years 2 months ago
    Coupled Semi-Supervised Learning for Information Extraction
    Download  rtw.ml.cmu.edu
    Andrew Carlson, Justin Betteridge, Richard C. Wang...
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    NAACL
    2007
    93views Computational Linguistics» more  NAACL 2007»
    A High Accuracy Method for Semi-Supervised Information Extraction
    13 years 6 months ago
    A High Accuracy Method for Semi-Supervised Information Extraction
    Download  www.aclweb.org
    Customization to specific domains of discourse and/or user requirements is one of the greatest challenges for today’s Information Extraction (IE) systems. While demonstrably eff...
    Stephen Tratz, Antonio Sanfilippo
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    ACL
    2007
    189views Computational Linguistics» more  ACL 2007»
    Guiding Semi-Supervision with Constraint-Driven Learning
    13 years 6 months ago
    Guiding Semi-Supervision with Constraint-Driven Learning
    Download  flake.cs.uiuc.edu
    Over the last few years, two of the main research directions in machine learning of natural language processing have been the study of semi-supervised learning algorithms as a way...
    Ming-Wei Chang, Lev-Arie Ratinov, Dan Roth
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    IJCAI
    2007
    149views Artificial Intelligence» more  IJCAI 2007»
    Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions
    13 years 6 months ago
    Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions
    Download  www.ijcai.org
    We describe an approach to extract attribute-value pairs from product descriptions. This allows us to represent products as sets of such attribute-value pairs to augment product d...
    Katharina Probst, Rayid Ghani, Marko Krema, Andrew...
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    ACL
    2010
    224views Computational Linguistics» more  ACL 2010»
    Experiments in Graph-Based Semi-Supervised Learning Methods for Class-Instance Acquisition
    13 years 2 months ago
    Experiments in Graph-Based Semi-Supervised Learning Methods for Class-Instance Acquisition
    Download  www.aclweb.org
    Graph-based semi-supervised learning (SSL) algorithms have been successfully used to extract class-instance pairs from large unstructured and structured text collections. However,...
    Partha Pratim Talukdar, Fernando Pereira
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